What's New Free Online AI course, Berkeley's CS 188, offered through edX. Comments and Discussion AI Resources on the Web Online Code Repository For the Instructor Getting the Book Table of Contents [Full Contents] Preface [html]Part I Artificial Intelligence 1 Introduction ... 1 2 Intelligent Agents ... 34Part II Problem Solving 3 Solving Problems by Searching .
.. 64 4 Beyond Classical Search ... 120 5 Adversarial Search ... 161 6 Constraint Satisfaction Problems ... 202Part III Knowledge and Reasoning 7 Logical Agents ... 234 8 First-Order Logic ... 285 9 Inference in First-Order Logic ... 322 10 Classical Planning ...366 11 Planning and Acting in the Real World .
.. 401 12 Knowledge Representation ... 437Part IV Uncertain Knowledge and Reasoning 13 Quantifying Uncertainty ... 480 14 Probabilistic Reasoning ... 510 15 Probabilistic Reasoning over Time ... 566 16 Making Simple Decisions ... 610 17 Making Complex Decisions ...645Part V Learning 18 Learning from Examples .
..693 19 Knowledge in Learning ... 768 20 Learning Probabilistic Models ... 802 21 Reinforcement Learning ... 830Part VII Communicating, Perceiving, and Acting 22 Natural Language Processing ... 860 23 Natural Language for Communication ... 888 24 Perception ... 928 25 Robotics ... 971Part VIII Conclusions 26 Philosophical Foundations .
.. 1020 27 AI: The Present and Future ... 1044 A Mathematical Background [pdf] ... 1053 B Notes on Languages and Algorithms [pdf] ... 1060 Bibliography [pdf and histograms] ... 1063 Index [html or pdf] ... 1109See Also: American Heart Association First Aid Online
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Our Mission First Signs is dedicated to educating parents and professionals about autism and related disorders. With developmental, behavioral, and learning disabilities on the rise, there is much that remains poorly understood, from cause to cure. However, there is one widely accepted fact: early and intensive intervention can have a profound impact on the quality of life for children at risk and their families.
The key is early detection. But recognizing the early signs can be a challenge for parents and healthcare professionals alike. First Signs aims to educate parents, healthcare providers, early childhood educators, and other professionals to ensure the best developmental outcome for every child. Our goals are to improve screening and referral practices and to lower the age at which young children are identified with developmental delays and disorders.
The First Signs website provides a wealth of vital resources, covering a range of issues: from monitoring development, to concerns about a child; from the screening and referral process, to sharing concerns. We invite you to explore our website in your search for answers. What's new and worth knowing about... First Signs is proud to announce we are now part of the Autism Institute at Florida State University's College of Medicine.
Learn more about the FSU Autism Institute. Introducing Autism Navigator, a unique collection of web-based tools and courses developed to bridge the gap between science and community practice. The most current research integrated into a highly interactive web platform with extensive video footage to illustrate effective evidence-based practice. Learn more. Visit our sister site, The FIRST WORDS® Project.
Their goal is to improve screening tools and early detection of communication problems by maximizing the role of the family and to help families support their child’s development and access intervention services sooner. Learn more. The ASD Video Glossary has been updated — both in content based on the new DSM-5 diagnostic framework and in technology for accessibility on mobile devices. The Glossary is now part of the Autism Navigator collection of tools.
Learn how to spot early red flags for autism by viewing side-by-side video clips of children with typical behaviors in comparison with children with autism. Enter the ASD Video Glossary Recommended Reading: (1) Could it Be Autism? A Parent’s Guide to the First Signs and Next Steps, by founder, Nancy D. Rich Wiseman (Broadway Books, 2006). [Read more information and reviews | Order online | Read an excerpt] (2) The First Year®: Autism Spectrum Disorders: An Essential Guide for the Newly Diagnosed Child, by founder Nancy D.
Rich Wiseman (Da Capo Press, 2009). [Read more information and reviews | Read an excerpt | Read the Table of Contents | Order online]